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Research

Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1074 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Image ClassificationGlaScomputer vision26Feb 26, 2026
Image ClassificationImageNet 1k (val)computer vision26Feb 26, 2026
Tumor classificationCamelyon17-WILDS (test)bio medicalcomputer vision26May 15, 2026
Tumor classificationCamelyon17-WILDS (val)bio medicalcomputer vision26Feb 26, 2026
Anomaly LocalizationClinicDBcomputer vision26Mar 23, 2026
Anomaly LocalizationISICcomputer vision26Mar 23, 2026
Anomaly LocalizationDAGMcomputer vision26Mar 23, 2026
Temporal Action LocalizationBEOID (test)computer vision26Feb 26, 2026
Visual Question AnsweringVQA v2multimodalcomputer vision+126Feb 27, 2026
Open-Vocabulary SegmentationPascal Context 60 (val)computer vision26Feb 26, 2026
3D Semantic Occupancy PredictionSurroundOcc-nuScenes rainy scenario (val)3d vision geometry26Feb 26, 2026
Scene Text RecognitionUnion14M-Benchmark CUR MLO ART CTL SAL MLW GENcomputer vision26Feb 26, 2026
Deepfake DetectionCelebDF v1computer visionadversarial safety security26Apr 24, 2026
Brain Tissue SegmentationADNI (test)bio medicalcomputer vision26Feb 26, 2026
Unsupervised Object SegmentationCOCOcomputer vision26Feb 26, 2026
Adversarial AttackN-MNISTadversarial safety securitycomputer vision26Feb 26, 2026
Adversarial AttackNCALTECHadversarial safety securitycomputer vision26Feb 26, 2026
Adversarial AttackDVSGESTUREadversarial safety securitycomputer vision26Feb 26, 2026
Geometry problem solvingGeoQA3d vision geometrynlp26Feb 26, 2026
Video ReasoningSeed-Bench R1computer vision26Mar 4, 2026
Spatial Reasoning GenerationOneIG-EN (test)computer visionnlp26Feb 26, 2026
Membership Inference Attack DefenseCIFAR10adversarial safety security26Feb 26, 2026
Secure Inference (VGG16)CIFAR-10 (test)adversarial safety securitycomputer vision26Feb 26, 2026
Inference EfficiencyDeepScaleR-40k (1,024 mathematical problems)miscellaneous26Feb 26, 2026
Reward Modeling Suitability EvaluationRM Bench Mathllm chat instructionadversarial safety security26Feb 26, 2026